AI Learning Hub: Tutorials & Guides

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Explore in-depth articles, video explainers, and tutorials from the Vidvatta Learning Hub.

Evals with Real Life Example

testing an LLM application is like grading a student's exam paper. An LLM's response acts as the student's answer sheet, a test case acts as the exam question and expected answer, a metric acts as the marking scheme, and the threshold serves as the minimum passing mark

Vidvatta Team04 Jun 2026

LLMKnowledge GraphMemory

Building LLM memory from scratch

In LLM ,memory is one of the important ascepts of preventing halluciation and prevent contextual leaks with the LLM. This is tackled using memory attention

Vidvatta Team03 Jun 2026

RAGChunkingTradoffs

RAG Systems

The blog helps you in implementing and using RAG which is most popular LLM application

Vidvatta Team01 May 2026

AgentsAILLM

Agentic AI - Complete Guide

The blog gives you complete inderstanding of AI Agents

Vidvatta Team01 May 2026

LLMfeedbackEval

Human in the loop

This shows you how the human in the loop works and it's importance in LLM-based applications

Vidvatta Team01 May 2026

AI AgentsLLMSmart Digital Workers

AI Agents: The Rise of "Smart Digital Workers" (Full Guide)

Are AI Agents just hype, or are they the future of work? Discover the shift from traditional software to AI Agents—"Smart Digital Workers" that use LLMs as a reasoning backbone to think, decide, and act autonomously.

Vidvatta Team12 Jan 2026

AI AgentsArtificial IntelligenceChatGPT

What Are AI Agents? Real Examples That Will Blow Your Mind

Get a simple, practical introduction to AI Agents with real-world examples like task execution, email generation, and decision-making systems. Perfect for beginners exploring the difference between ChatGPT and AI Agents.

Vidvatta Team12 Jan 2026

Semantic SearchRAGRetrieval-Augmented Generation

Semantic Search and Retrieval-Augmented Generation (RAG)

Unlock the power of Semantic Search and Retrieval-Augmented Generation (RAG) using Generative AI. Learn how modern AI systems extract information, improve accuracy, and deliver truly contextual responses.

Vidvatta Team26 Dec 2025

AI Learning Hub Tutorials

Featured AI Tutorials

The Agentic Shift: How Autonomous AI Will Redefine Banking, Finance, and Insurance by 2026

Latest AI Resources

Evals with Real Life Example

Building LLM memory from scratch

RAG Systems

Agentic AI - Complete Guide

Human in the loop

AI Agents: The Rise of "Smart Digital Workers" (Full Guide)

What Are AI Agents? Real Examples That Will Blow Your Mind

Semantic Search and Retrieval-Augmented Generation (RAG)